GitHub

data-synchronization

BitSail is a distributed high-performance data integration engine which supports batch, streaming and incremental scenarios. BitSail is widely used to synchronize hundreds of trillions of data every ...

For those who have built RAG once: The new book 'Vector Databases' is easier to understand as a 'second book'

When you start learning about RAG, you encounter the term "vector database" quite early on.Create embeddings. Search for ...
blog.csdn

【AI大模型接入SDK】SQLite数据库基础概述

本内容遵循CC 4.0 BY-SA版权协议 SQLite 是开源、轻量级、零配置、无服务器、自包含、事务性、支持标准 SQL、跨平台的关系型数据库引擎，以 C 库形式实现，源代码无版权限制。 核心特性 轻量级 ...
blog.csdn

SQLite FTS5+BM25+MCP构建本地上下文协同模式

上下文感知（Context-aware）是智能体在离线、低资源环境中实现精准响应的核心能力。其技术本质是将实时任务状态、用户交互历史与本地结构化知识进行动态关联与检索，而非依赖云端大模型或高开销向量计算。SQLite 的 FTS5 全文检索模块原生支持 BM25 排序算法，具备毫秒级冷启动、可插拔中文分词 ...
note

[Sendai-based, Fully Air-Gapped] No Heavy Vector DBs or LangChain Required! Complete Implementation of a "Super-Fast, Self-Built Local RAG Search Engine" Running Only on ...

Hello, I'm Aoi. I usually work from my room-cum-office in Sendai, handling personal development and the design and operation of local AI systems. Suddenly, have you ever fallen into this "RAG ...